Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
089142c
•
1 Parent(s): 4625464

Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json +76 -79
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED
@@ -80,7 +80,7 @@
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.2.0",
83
- "optimum_benchmark_commit": "0994de67c8ae64954d51b8fdb251c26ff95c5907",
84
  "transformers_version": "4.40.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.30.1",
@@ -99,7 +99,7 @@
99
  "prefill": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 948.908032,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
@@ -107,51 +107,50 @@
107
  },
108
  "latency": {
109
  "unit": "s",
110
- "count": 14,
111
- "total": 0.6445307820000608,
112
- "mean": 0.04603791300000434,
113
- "stdev": 0.001350475580258056,
114
- "p50": 0.045592801000026384,
115
- "p90": 0.04834223970001972,
116
- "p95": 0.04874064615001146,
117
- "p99": 0.04894092363001675,
118
  "values": [
119
- 0.04899099300001808,
120
- 0.04591747199998508,
121
- 0.04563664800002698,
122
- 0.045873951000032775,
123
- 0.04404452400001446,
124
- 0.04554895400002579,
125
- 0.04548167799998737,
126
- 0.0450644889999694,
127
- 0.04772716300004731,
128
- 0.04535283799998524,
129
- 0.04525236999995741,
130
- 0.04533920199997965,
131
- 0.045694656000023315,
132
- 0.04860584400000789
133
  ]
134
  },
135
  "throughput": {
136
  "unit": "tokens/s",
137
- "value": 43.442455786382226
138
  },
139
  "energy": {
140
  "unit": "kWh",
141
- "cpu": 1.839194634948114e-06,
142
- "ram": 7.686282867373444e-08,
143
  "gpu": 0.0,
144
- "total": 1.916057463621848e-06
145
  },
146
  "efficiency": {
147
  "unit": "tokens/kWh",
148
- "value": 1043810.0307385764
149
  }
150
  },
151
  "decode": {
152
  "memory": {
153
  "unit": "MB",
154
- "max_ram": 948.908032,
155
  "max_global_vram": null,
156
  "max_process_vram": null,
157
  "max_reserved": null,
@@ -159,78 +158,76 @@
159
  },
160
  "latency": {
161
  "unit": "s",
162
- "count": 14,
163
- "total": 0.3904561530000592,
164
- "mean": 0.027889725214289944,
165
- "stdev": 0.0006125434980205423,
166
- "p50": 0.027746197999988453,
167
- "p90": 0.02875563319998378,
168
- "p95": 0.02904596089998677,
169
- "p99": 0.029191848980001395,
170
  "values": [
171
- 0.02894776699997692,
172
- 0.027971203000049627,
173
- 0.028307320999999774,
174
- 0.027195152999979655,
175
- 0.027560275999974237,
176
- 0.02824228000002904,
177
- 0.02759362799997689,
178
- 0.027551850000008926,
179
- 0.027898768000000018,
180
- 0.027105837000021893,
181
- 0.028094013000043105,
182
- 0.02719640499998377,
183
- 0.027563331000010294,
184
- 0.029228321000005053
185
  ]
186
  },
187
  "throughput": {
188
  "unit": "tokens/s",
189
- "value": 35.855498478974866
190
  },
191
  "energy": {
192
  "unit": "kWh",
193
- "cpu": 9.303886079627667e-07,
194
- "ram": 3.8884420116784344e-08,
195
  "gpu": 0.0,
196
- "total": 9.69273028079551e-07
197
  },
198
  "efficiency": {
199
  "unit": "tokens/kWh",
200
- "value": 1031701.0491680856
201
  }
202
  },
203
  "per_token": {
204
  "memory": null,
205
  "latency": {
206
  "unit": "s",
207
- "count": 13,
208
- "total": 0.9573329469999976,
209
- "mean": 0.07364099592307674,
210
- "stdev": 0.0015321374426087086,
211
- "p50": 0.07328551900002367,
212
- "p90": 0.07531104760004155,
213
- "p95": 0.0765327820000266,
214
- "p99": 0.07759514440000657,
215
  "values": [
216
- 0.07393086399997628,
217
- 0.07396531800003459,
218
- 0.07311926799997082,
219
- 0.07159944099998938,
220
- 0.07380934700000807,
221
- 0.07308228900001268,
222
- 0.0726606719999836,
223
- 0.07564748000004329,
224
- 0.07246922499996344,
225
- 0.07334076199998663,
226
- 0.07256202700000358,
227
- 0.07328551900002367,
228
- 0.07786073500000157
229
  ]
230
  },
231
  "throughput": {
232
  "unit": "tokens/s",
233
- "value": 13.579392666614275
234
  },
235
  "energy": null,
236
  "efficiency": null
 
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.2.0",
83
+ "optimum_benchmark_commit": "217063f5c507ed7cc255df7e1f64c4333a0b4dfe",
84
  "transformers_version": "4.40.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.30.1",
 
99
  "prefill": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 948.641792,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
107
  },
108
  "latency": {
109
  "unit": "s",
110
+ "count": 13,
111
+ "total": 0.6455953650000765,
112
+ "mean": 0.04966118192308281,
113
+ "stdev": 0.0011138310871939706,
114
+ "p50": 0.04976701599997568,
115
+ "p90": 0.050793849999990925,
116
+ "p95": 0.051082420399984584,
117
+ "p99": 0.05139535687998887,
118
  "values": [
119
+ 0.05147359099998994,
120
+ 0.05048938900000621,
121
+ 0.048875538000004326,
122
+ 0.04920651700001599,
123
+ 0.050821639999981016,
124
+ 0.047252128000025095,
125
+ 0.05011995699999261,
126
+ 0.049671487000011894,
127
+ 0.05068269000003056,
128
+ 0.05000360899998668,
129
+ 0.04976701599997568,
130
+ 0.04806119300002365,
131
+ 0.049170610000032866
 
132
  ]
133
  },
134
  "throughput": {
135
  "unit": "tokens/s",
136
+ "value": 40.27290375604992
137
  },
138
  "energy": {
139
  "unit": "kWh",
140
+ "cpu": 1.647639992060485e-06,
141
+ "ram": 6.885722767337418e-08,
142
  "gpu": 0.0,
143
+ "total": 1.7164972197338591e-06
144
  },
145
  "efficiency": {
146
  "unit": "tokens/kWh",
147
+ "value": 1165163.5534312706
148
  }
149
  },
150
  "decode": {
151
  "memory": {
152
  "unit": "MB",
153
+ "max_ram": 948.641792,
154
  "max_global_vram": null,
155
  "max_process_vram": null,
156
  "max_reserved": null,
 
158
  },
159
  "latency": {
160
  "unit": "s",
161
+ "count": 13,
162
+ "total": 0.40846594699996785,
163
+ "mean": 0.03142045746153599,
164
+ "stdev": 0.0003943641707196133,
165
+ "p50": 0.03142344000002595,
166
+ "p90": 0.03186486960001957,
167
+ "p95": 0.0319487730000219,
168
+ "p99": 0.032033123400005935,
169
  "values": [
170
+ 0.03187848100003521,
171
+ 0.031668297999999595,
172
+ 0.03181042399995704,
173
+ 0.03159901899999795,
174
+ 0.031337509000024966,
175
+ 0.031317130999980236,
176
+ 0.03142344000002595,
177
+ 0.031193158999997195,
178
+ 0.03155835299997989,
179
+ 0.03205421100000194,
180
+ 0.031226290999995854,
181
+ 0.030713821999995616,
182
+ 0.030685808999976416
 
183
  ]
184
  },
185
  "throughput": {
186
  "unit": "tokens/s",
187
+ "value": 31.826398492898168
188
  },
189
  "energy": {
190
  "unit": "kWh",
191
+ "cpu": 9.950112303098039e-07,
192
+ "ram": 4.158459123287545e-08,
193
  "gpu": 0.0,
194
+ "total": 1.0365958215426806e-06
195
  },
196
  "efficiency": {
197
  "unit": "tokens/kWh",
198
+ "value": 964696.1517863172
199
  }
200
  },
201
  "per_token": {
202
  "memory": null,
203
  "latency": {
204
  "unit": "s",
205
+ "count": 12,
206
+ "total": 0.9709682139999813,
207
+ "mean": 0.08091401783333178,
208
+ "stdev": 0.0012144876158903498,
209
+ "p50": 0.08098652399999651,
210
+ "p90": 0.08218973019996838,
211
+ "p95": 0.08220160509996788,
212
+ "p99": 0.08221278901997095,
213
  "values": [
214
+ 0.08218579900000123,
215
+ 0.08069179199998189,
216
+ 0.08083822800000462,
217
+ 0.08219016699996473,
218
+ 0.07859111000004759,
219
+ 0.08156950599999391,
220
+ 0.08090425000000323,
221
+ 0.08221558499997172,
222
+ 0.08202982800003156,
223
+ 0.08106879799998978,
224
+ 0.0787650460000009,
225
+ 0.07991810499999019
 
226
  ]
227
  },
228
  "throughput": {
229
  "unit": "tokens/s",
230
+ "value": 12.35879797811819
231
  },
232
  "energy": null,
233
  "efficiency": null